Publications citing MIMIC-III Waveform Database v1.0

Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU
Md Osman Gani, Shravan Kethireddy, Riddhiman Adib et al. SSRN Electronic Journal, 2022. Cites: paper

TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing
Mucheng Ren, Heyan Huang, Yuxiang Zhou et al. Lecture notes in computer science, 2022. Cites: paper

Testing the Generalization of Neural Language Models for COVID-19 Misinformation Detection
Jan Philip Wahle, Nischal Ashok Kumar, Terry Ruas et al. Lecture notes in computer science, 2022. Cites: paper

The Association Between High CHA 2 DS 2 -VASc Scores and Short and Long-Term Mortality for Coronary Care Unit Patients
Long Cheng, Sheng Kang, Lin Li et al. Clinical and Applied Thrombosis/Hemostasis, 2022. Cites: paper

The Association Between Mean Corpuscular Hemoglobin Concentration and Prognosis in Patients with Acute Pulmonary Embolism: A Retrospective Cohort Study
Zhishen Ruan, Dan Li, Yuanlong Hu et al. Clinical and Applied Thrombosis/Hemostasis, 2022. Cites: paper

The Case of Imperfect Negation Cues: A Two-Step Approach for Automatic Negation Scope Resolution
Daan de Jong, Ayoub Bagheri. Lecture notes in computer science, 2022. Cites: paper

The model thinks what?! Interpreting deep NLP models with rationales and influence
Sarthak Jain. 2022. Cites: paper

The prediction power of machine learning on estimating the sepsis mortality in the intensive care unit
Selcuk Mehtap, Oguz Koc, Sevtap Kestel. Informatics in Medicine Unlocked, 2022. Cites: paper

THE USE OF ARTIFICIAL INTELLIGENCE IN HEALTHCARE DECISION-MAKING
Alfseel Osamah Abdullh A, Yehia Abdulrhman I Alshehri, Dhafer Hussain B Hamdi et al. 2022. Cites: paper

The USMLE® Step 2 Clinical Skills Patient Note Corpus
Victoria Yaneva, Janet Mee, Le Ha et al. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2022. Cites: paper

Time-aware Context-Gated Graph Attention Network for Clinical Risk Prediction
Yuyang Xu, Haochao Ying, Siyi Qian et al. IEEE Transactions on Knowledge and Data Engineering, 2022. Cites: paper

Time-Series Embedded Feature Selection Using Deep Learning: Data Mining Electronic Health Records for Novel Biomarkers
Gavin Tsang. 2022. Cites: paper

Toward Practical Usage of the Attention Mechanism as a Tool for Interpretability
Martin Tutek, Jan Šnajder. IEEE Access, 2022. Cites: paper

Towards Generalizable Methods for Automating Risk Score Calculation
Jennifer J Liang, Eric Lehman, Ananya S. Iyengar et al. Workshop on Biomedical Language Processing (BioNLP), 2022. Cites: paper

Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processing
Shaoxiong Ji. Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP), 2022. Cites: paper

Trustworthy deep learning for cyber-physical systems
Tryambak Gangopadhyay. 2022. Cites: paper

Um modelo para classificação de código CID utilizando mecanismos de atenção e redes transformers
Claudio Aparecido Borges Júnior. 2022. Cites: paper

Unsupervised Text Deidentification
John X. Morris, Justin Chiu, Ramin Zabih A et al. Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP), 2022. Cites: paper

What Do You See in this Patient? Behavioral Testing of Clinical NLP Models
Betty van Aken, Sebastian Herrmann, Alexander Löser. Clinical Natural Language Processing Workshop (ClinicalNLP), 2022. Cites: paper

xPM: A Framework for Process Mining with Exogenous Data
Adam Banham, Sander J. J. Leemans, Moe Thandar Wynn et al. Lecture notes in business information processing, 2022. Cites: paper

The red blood cell distribution width-albumin ratio: A promising predictor of mortality in heart failure patients — A cohort study
Qingwei Ni, Xue Wang, Jie Wang et al. Clinica Chimica Acta, 2021. Cites: paper

AMMU: A survey of transformer-based biomedical pretrained language models
Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, S. Sangeetha. Journal of Biomedical Informatics, 2021. Cites: paper

Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies
Feng Xie, Han Yuan, Yilin Ning et al. Journal of Biomedical Informatics, 2021. Cites: paper

Midazolam Increases The Risk of Delirium In Critically Ill Patients: A Propensity Score Analysis.
He-Jie Shi, Ruixia Yuan, Jun-Zhi Zhang et al. Research Square, 2021. Cites: paper

Predictive value of lymphocyte‐to‐monocyte ratio in critically Ill patients with atrial fibrillation: A propensity score matching analysis
Yue Shuang Yu, Suyu Wang, Pei Wang et al. Journal of Clinical Laboratory Analysis, 2021. Cites: paper

Hierarchy-based semantic embeddings for single-valued & multi-valued categorical variables
Summaya Mumtaz, Martin Giese. Journal of Intelligent Information Systems, 2021. Cites: paper

Process mining applications in the healthcare domain: A comprehensive review
Antonella Guzzo, Antonino Rullo, Eugenio Vocaturo. Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, 2021. Cites: paper

Computational signatures for post-cardiac arrest trajectory prediction: Importance of early physiological time series
Han Kim, Hieu Nguyen, Qingchu Jin et al. Anaesthesia Critical Care & Pain Medicine, 2021. Cites: paper

A framework for differentially-private knowledge graph embeddings
Xiaolin Han, Daniele Dell’Aglio, Tobias Grubenmann et al. Journal of Web Semantics, 2021. Cites: paper

Assessing hemodynamics from the photoplethysmogram to gain insights into vascular age: a review from VascAgeNet
Peter H Charlton, Birutė Paliakaitė, Kristjan Pilt et al. American Journal of Physiology-Heart and Circulatory Physiology, 2021. Cites: paper

Deep-Learning-Based Survival Prediction of Patients in Coronary Care Units
Rui Yang, Tao Huang, Zichen Wang et al. Computational and Mathematical Methods in Medicine, 2021. Cites: paper

Safe medicine recommendation via star interactive enhanced-based transformer model
Nanxin Wang, Xiaoyan Cai, Libin Yang et al. Computers in Biology and Medicine, 2021. Cites: paper

Unleashing the Power of Machine Learning to Predict Myocardial Recovery After Left Ventricular Assist Device: A Call for the Inclusion of Unstructured Data Sources in Heart Failure Registries
Ramsey M. Wehbe. Circulation Heart Failure, 2021. Cites: paper

Development and Application of an Open Tool for Sharing and Analyzing Integrated Clinical and Environmental Exposures Data: Asthma Use Case
Karamarie Fecho, Stanley C. Ahalt, Stephen J. Appold et al. JMIR Formative Research, 2021. Cites: paper

Development and Internal Validation of a Nomogram to Predict Mortality During the ICU Stay of Thoracic Fracture Patients Without Neurological Compromise: An Analysis of the MIMIC-III Clinical Database
Haosheng Wang, Yangyang Ou, Tingting Fan et al. Frontiers in Public Health, 2021. Cites: paper

Prevalence and Mortality of Hypochloremia Among Patients Suffering From Coronary Artery Disease and Congestive Heart Failure: An Analysis of Patients in CIN-I and MIMIC-III Databases
Haozhang Huang, Jin Liu, Yan Liang et al. Frontiers in Medicine, 2021. Cites: paper

Effects of Transthoracic Echocardiography on the Prognosis of Patients with Acute Respiratory Distress Syndrome: a Propensity Score Matched Analysis of the MIMIC-III Database
Daoran Dong, Yan Wang, Chan Wang et al. Research Square, 2021. Cites: paper

Association between albumin infusion and outcomes in patients with acute kidney injury and septic shock
Chenglong Ge, Qianyi Peng, Wei Chen et al. Scientific Reports, 2021. Cites: paper

External Validation of a Risk Score for Daily Prediction of Atrial Fibrillation among Critically Ill Patients with Sepsis
Justin M. Rucci, Nicholas A. Bosch, Emily Kate Quinn et al. Annals of the American Thoracic Society, 2021. Cites: paper

Provenance-aware Discovery of Functional Dependencies on Integrated Views
Ugo Comignani, Laure Berti‐Équille, Noël Novelli et al. arXiv (Cornell University), 2021. Cites: paper

Serum Lactate/Albumin as a Predictor of In-Hospital Mortality in ICU Pancreatitis Patients: an Analysis of the MIMIC-III Database
Peng Bao, Xiaoli Cui, Haoliang Shen et al. Research Square, 2021. Cites: paper

Strategies to Address the Lack of Labeled Data for Supervised Machine Learning Training With Electronic Health Records: Case Study for the Extraction of Symptoms From Clinical Notes
Marie Humbert‐Droz, Pritam Mukherjee, Olivier Gevaert. JMIR Medical Informatics, 2021. Cites: paper

A practical and universal framework for generating publicly available medical notes of authentic quality via the power of crowds
Rina Kagawa, Yukino Baba, Hideo Tsurushima. IEEE International Conference on Big Data (BigData), 2021. Cites: paper

Method of non-invasive parameters for predicting the probability of early in-hospital death of patients in intensive care unit
Pingan Wang, Jiameng Xu, Chengyi Wang et al. Biomedical Signal Processing and Control, 2021. Cites: paper

Performance Profile of Transformer Fine-Tuning in Multi-GPU Cloud Environments
Edmon Begoli, Seung–Hwan Lim, Sudarshan Srinivasan. IEEE International Conference on Big Data (BigData), 2021. Cites: paper

Does Diabetes Mellitus Increase the Short- and Long-Term Mortality in Patients With Critical Acute Myocardial Infarction? Results From American MIMIC-III and Chinese CIN Cohorts
Shiqun Chen, Zhidong Huang, Liling Chen et al. Frontiers in Endocrinology, 2021. Cites: paper

Edge-Assisted Solutions for IoT-Based Connected Healthcare Systems: A Literature Review
Vahideh Hayyolalam, Moayad Aloqaily, Öznur Özkasap et al. IEEE Internet of Things Journal, 2021. Cites: paper

Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information
Zachary Flamholz, Andrew Crane‐Droesch, Lyle Ungar et al. Journal of Biomedical Informatics, 2021. Cites: paper

Change-Oriented Summarization of Temporal Scholarly Document Collections by Semantic Evolution Analysis
Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt. IEEE Access, 2021. Cites: paper

Development of a Lexicon for Pain
Jaya Chaturvedi, Aurelie Mascio, Sumithra U. Velupillai et al. Frontiers in Digital Health, 2021. Cites: paper

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